This tutorial is aimed at scientists and students in the robotics domain who a unfamiliar with the latest advances in robot vision along with those researchers who are interesting in seeing some advanced computer vision techniques which could potentially find important applications in the robotics domain. Moreover, the different lectures given throughout this full day tutorial cover both  the latest vision techniques found in the robotics literature along with some very interesting advances found uniquely in the computer vision community.